How to use SMARTICT/bge-base-financial-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("SMARTICT/bge-base-financial-matryoshka") sentences = [ "Item 8 includes Financial Statements and Supplementary Data.", "What does the FDA label update for Yescarta include as of the latest approval?", "What information can be found in Item 8 of a document?", "When does the Company's fiscal year end?" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
